Data Analysis and Interpretation Research Paper

Data Analysis and Interpretation - Research Paper Example Using the value 0.05 level of significance, F-statistics, and an Analysis of variance (ANOVA) test, the df num value is k-1, or 2 -1, or 1 and the df den value is T-k, or 150 - 2, or 148. So, with = 0.05, the critical value of F in this analysis of variance test was F0.05 (1, 148) = 253. Since computed F (FC) is less than Tabulated F (FT), Ho is accepted, which states that the British consumers' perception of "Rioja" wine attributes is affected by the image factors of "La Rioja" origin. In other words, the result of the "Analysis of Variance" (ANOVA) shows that the computed F, 1.117 is less than the tabular values of F-statistics, 253 at 0.05 degrees of freedom, 1, 148. This denotes that the British consumers' perception of "Rioja" wine attributes is affected by the image factors of "La Rioja" origin. The resultant R square value is 0.007. This is very far from the point of reference value 1. This shows that the correlation is not on the normal curve distribution. So, it is interpreted as very small positive correlation. In percentile (%), it is 0.7 which indicates significant differences in terms of the British consumers' perception of "Rioja" wine and the image factors of "La Rioja" origin. Moreover, because the R square value of 0.007 is not close to the adjusted R square value of 0.001, this signifies that the regression model is not fit for the data. The very small positive correlation denotes that the perception is uncorrelated with image or perception, it may be either large or small when the image is large and vice versa. This further implies that there is no systematic trend in British consumer's perception of "Rioja" wine as the image factors of "La Rioja" origin value increase. 2. Ho 2: The image of "La Rioja" origin has no direct influence on the British consumers' preference for "Rioja" wine; Data analysis on: Relationship of the image of "La Rioja" origin and the British consumers' preference for "Rioja" wine using analysis of variance (ANOVA) Relationship Computed F Tabulated F Interpretation Image versus Preference 334 253 Rejected Using 0.05 level of significance, F-statistics, and an Analysis of variance (ANOVA) test, it was established that the df num value is k-1, or 2 -1, or 1 and the df den value is T-k, or 150 - 2, or 148. So, with = 0.05, the critical value of F in this analysis of variance test was F0.05 (1, 148) = 253. The computed F (FC) value is greater than Tabulated F (FT). Ho is rejected. This is because the result of the "Analysis of Variance" (ANOVA) shows that the computed F (334) is greater than the tabular values of F-statistics (253) at 0.05 degree of freedom (1, 148). This means that the image of "La Rioja" origin has direct influence on the British consumers' preference for "Rioja" wine Data analysis on: Correlation of the image of "La Rioja" origin and the British consumers' preference for "Rioja" wine Using coefficient of determination (R2) Correlation R2 Adjusted R2 Interpretation

Essay on the Importance of Perspective in Gullivers Travels

The Importance of Perspective Revealed in Gulliver's Travels       According to Gulliver, "Undoubtably philosophers are right when they tell us that nothing is great or small than by comparison." This quotation sums the knowledge a person would gather after making a vast study of different societies. The nature of humanity is being discussed, rather than physical size.    The Lilliputians are narrow-minded people who become angry over trivial matters, while the Brobdingnagians are a deeper people, in contrast. From an outsider's view, one nation would not be so great if another were not so poor. Actions which seem natural today may appear barbaric to the generations of the future just as the actions of the past generations abhor the students of today. Only by comparison to something better does a system of power or a way of life seem small or evil. This is the purpose of satire. When studying history, students may find the customs of the past primitive. However, the people of that time most likely did not believe that they were. Perspective is vital in any comparison. A person from a highly technological society cannot easily understand the lifestyle of a civilization n... ...person who sees it. When an aspect of life is held to something better, the frailties can be seen, and a change for the better may result.    Works Cited Davis, Herbert. Gulliver's Travels. Great Britain: Oxford. (1965). Gulliver's Travels. Ed. Paul Turner. World's Classics. Oxford: Oxford University, 1998. Greenacre, Phyllis. M.D. Swift and Carroll. New York: Int. Universities. (1977). The Writings of Jonathan Swift; Authoritative Texts, Backgrounds, Criticism. edited by Robert A. Greenberg and William Bowman Piper. Norton Critical Editions. New York: Norton, 1973.

Orientation to Counseling Theory

Having extensively learnt about counseling theories, I have already decided on the theory that would fit my desired line of work. My desire is to work with the chemically dependent because I believe that there is hope for them and that through cognitive behavior therapy it is possible to help them stop their unhealthy way of life. I know I will be met with client resistance and that cognitive behavioral theory has its own limitations but I will handle these. The most important thing is that I will try to use this theory to help the chemically dependent. Cognitive behavioral theory proposes that cognition is important for behavior change.According to the theory, the thoughts an individual has affects their behaviors and if an individual has negative thoughts, it would be very difficult for the individual to positively change their behavior (Perkinson, 2002). In counseling, this theory is applied to help clients through cognitive behavior interventions where both behavior and cognitive strategies are employed to help solve their psychological and behavioral problems (Perkinson, 2002). The theory explains that by altering an individual’s thinking processes, an individual can clearly think about the choices that they make as well as the behaviors they engage in.The theory views behaviors such as chemical dependence as learned behaviors which are acquired through life experiences (Perkinson, 2002). The cognitive behavioral theory is a combination of two theories which are the behavioral theory and the cognitive theory. This theory fits both my personal beliefs and my value system. Personally I strongly believe in guarding what I let dominate my mind. I believe that if I let my mind dwell on negative aspects of life, my behavior will follow suit. I also believe that if I find myself having negative thoughts, the ability to alter my thinking and start thinking positively is in my hands.I also do not see substance abuse as having any positive effect whether on a person or on the society. In fact, to me substance dependence is a major source of problems in the society one of which is marriage breakups. This theory fits these beliefs and values in that the theory explains that by altering the thinking processes one can alter their behavior. This theory fits the chemically dependent perfectly. This is because in counseling them my main objective would be to change their behavior. To change their behavior I would need to help them recognize that they have a problem and then work towards changing their behavior.Chemical dependence is a learned behavior that is usually acquired following continued use of a given substance (Kadden, 2002). In most cases these substances are used to achieve certain results in the absence of other means. For example having realized that alcohol enables one to temporarily forget their problems, one would repeatedly drink in an attempt to forget his or her problems and at long last the individual would become addicted . Using this theory it is possible to help the addicted individuals learn about the triggers of their behavior which could be either the environment or certain people (Kadden, 2002).The individuals can then be helped to respond differently to these triggers using healthy means. This way the addicted individuals would stop being chemically dependent by changing their way of thinking and thus the way they respond to the triggers. To help my clients I would have to formulate treatment goals. To help my clients using the cognitive behavioral theory, together with the client we would try to identify the particular needs that the substances are being used to meet (Kadden, 2002). This would be one of my goals.To do this I would talk with the client and ask them several questions such as when they are most likely to drink in order to find the trigger. After identifying the trigger, as a counselor my second treatment goal would be to help the client develop skills that would provide the clie nt with alternative ways of meeting the needs that the substance is being used to meet (Kadden, 2002). This way I would help the client to change their behavior and thus stop being dependent on drugs. In order to achieve positive results using the cognitive behavioral theory, both the client and I as a counselor have roles to play.To begin with, the client must be willing to change his or her negative thoughts and replace them with positive thoughts-the client needs to actively participate in the therapy. The client has the responsibility of providing as much information as possible to me as a counselor, this way I would know which is the best therapeutic approach to the client’s problem. As a counselor my work is to listen to the client carefully and prod for questions to gather as much information as I can to be in a position to help the client. Another role is to provide coping-skills training to the client to enable the client respond alternatively to triggers.I also shou ld encourage the client. Resistance from clients cannot be ignored. I understand that the clients will not happily play their role and that they may find it difficult to expose themselves to me. However, I will try to deal with this resistance in a way that is consistent with cognitive behavioral theory. As a counselor I will need to know what the client hoped to gain from substance abuse in different circumstances and I expect some of the clients to be hesitant. This could be due to embarrassment such as when use of substance is the only way a client can feel comfortable in social situations.As a counselor I would handle this resistance with understanding and assure the client that what they were trying to get from substance abuse is not unreasonable. I would explain to the client that the desire to blend during social occasions is common to many people. This way I would have helped the client in cognition. In dealing with chemically dependent individuals using cognitive behavioral theory I would apply several therapeutic techniques. One of this is the coping skills training method. I would choose this method depending on the information given to me by the client.Using this method I would help the client choose or develop an alternative healthy way of meeting a need as an alternative to taking the addictive substances (Kadden, 2002). This is because development of coping skills is a major step towards recovery from chemical dependence. Another therapeutic method that I would apply would be the relapse prevention technique. I would choose this method depending on whether a client is at high risk of relapse. Using this method I would help the client stop being dependent on chemicals by helping them avoid high risk situations (Kadden, 2002).Cognitive behavioral theory though good for helping the chemically dependent, it has its own limitations. One of these is that it does not fit everyone which means that not everyone will get off drugs following treatment usin g cognitive behavioral therapy (Perkinson, 2002). This also applies to other populations and not only to the chemically dependent. Another thing is that it calls for active participation from the client and in case the client is not active, the therapy may be ineffective. Active participation comes in the form of assignments which can be very challenging (Perkinson, 2002).Another limitation is that the method uses a confrontational approach where clients are supposed to face their shortcomings head on (Perkinson, 2002). Many clients may find this very uncomfortable and this may lead to resistance. Another thing is that since the work of counselors in cognitive behavioral therapy is to make the clients face their faulty beliefs, there is risk of therapists misusing their position to push clients to adopt the therapist’s beliefs which would compromise the neutrality of therapy (Perkinson, 2002).Cognitive behavioral theory as an approach to helping the chemically dependent limit s the clients I can deal with as well as the kind of settings I can encounter. This is despite the fact that the approach is very successful both with adult and adolescent clients and can be used in a wide variety of settings which range from inpatient to outpatient settings (Wanberg & Milkman, 1998). Groups of clients to whom my expertise as a cognitive behavior therapist would be limited include the clients with DSM-IV personality disorders and clients who are medically unstable (Wanberg & Milkman, 1998).In addition, I cannot work with unmotivated clients since they would not actively participate in the therapy and this would make the therapy unsuccessful (Wanberg & Milkman, 1998). Other forms of challenges are related to limited time and costs. Due to cost containment, some of the clients are usually unable to complete their sessions as some of the managed care organizations are unwilling to cover all the required sessions (Kadden, 2002).The recommended sessions for one who is un dergoing cognitive behavior therapy are 24 sessions but most of the managed care organizations are only willing to cover 6 sessions (Kadden, 2002). This leaves the clients afraid that they have not had enough treatment and this poses a challenge to the therapist who should work towards boosting the client’s confidence by assuring the client that they can overcome their addiction by employing the skills already learnt (Kadden, 2002). Following my extensive research and study on the cognitive behavioral theory, I have learnt a lot.To begin with I have learnt that this therapeutic approach cannot be used on all the clients who are chemically dependent. I have learnt that there are groups of clients to whom this therapy has limited effectiveness. I have also learnt that I would need additional training if I were to change people’s lives by practicing this theory. The most relevant course that I would wish to pursue would be a course in substance abuse counseling. By doing such a course, I would gain in-depth knowledge on the issue of drug abuse and how to help the addicts.References Kadden, R. M. (2002). Cognitive-behavior therapy for substance dependence: Coping skills training. Retrieved 19 August, 2010 from http://www. bhrm. org/guidelines/CBT-Kadden. pdf Perkinson, R. R. (2002). Chemical dependency counseling: A practical guide. California: Sage Publications. Wanberg, K. W. & Milkman, H. B. (1998). Criminal conduct and substance abuse treatment: Strategies for self-improvement and change; a provider’s guide. California: Sage Publications.

Review Of Rain Man By Dustin Hoffman And Tom Cruise s...

Since the understanding of psychiatric disorders have becomes more common in population, art pieces like movies and novels began use people with some extent psychiatric disorders as their main characters. In Dustin Hoffman and Tom Cruise’s movie Rain man, Dustin portrayed a man called Raymond, and be diagnosed as autism. The movie present his experience with his brother which portrayed by Tom. According to The Diagnostic and Statistical Manual of Mental Disorders (5th ed,; DSM-5; American Psychiatric Association, 2013), Raymond is diagnosed as autism spectrum disorder (ASD). This paper will describe the symptoms on DSM-5 accompany Raymond’s behaviors in the movie. Moreover, biological, psychological, and social factors could influence ASD’s development in variance ways. The suggested treatment will also be discussed. First time Raymond appeared in the movie, he recognized the car, and he just directly sited in the car. â€Å"I’m sorry, this is not your car.† Susanna said, â€Å"Yeah, my dad lets me drive slow on the driveway.† Raymond didn’t explain the reason he directly sited in the car, and didn’t reply to Susanna. He is not able to make a fluent conversation with people. He cannot get the main point of other people’s talking, therefore, he cannot reply appropriately. Moreover, Raymond had a very strict schedule for each day. He mentioned that â€Å"I always drive the car on Saturday, never drive on a Monday†. Also, he never leaves the hospital for more than 2 hours. He has a rigid